Single channel multi-talker speech separation with deep learning

• 主要作者: Xu, Chenglin
• 其他作者: Chng Eng Siong
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2020
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• 在線閱讀: https://hdl.handle.net/10356/143903

The objective of speech separation is to divide a mixture signal, i.e., multiple speakers with background noise, into a set of individual streams, where each stream only contains a single speaker's voice. The study of speech separation is important as the performance of speech applications degr...